Productivity & Workflow Agent Skills for Windsurf (legacy)

Orchestrates and routes academic manuscript development from topic selection through empirical identification and peer review for 《管理世界》…

Guides manuscript revisions and drafts point-by-point rebuttal letters tailored for Management World (《管理世界》) R&R submissions.

Activate ultra-compressed communication mode that drops ~75% token usage by eliminating articles, filler, pleasantries, and hedging while…

Report estimated context window utilization and flag when approaching the compaction threshold

Audit and curate the 5-layer agent context hierarchy to prevent quality degradation mid-session — rules files, specs, source files, error…

Relentlessly interview the user about a plan or design, walking down every branch of the decision tree one question at a time until…

Enforce vertical-slice discipline — implement one thin slice (~100 lines max), test it, verify it works, commit it, then repeat.

Extract requirements one targeted question at a time before any plan or code starts — hypothesizes user intent, scores confidence, and…

Record, list, search, and apply cross-session learnings — capture insights from completed work as JSONL entries so patterns persist across…

Run a YC-style office hours session before writing code — six forcing questions that surface wrong premises, missing constraints, and…

Internal health check skill for AI DevStudio project.

Run a weekly retrospective — what shipped, what broke, what slowed you down, and what to change next week.

Convert a bug fix, repeated workaround, or solved problem into a permanent, testable Claude Code skill.

Gated 4-phase workflow (Specify → Plan → Tasks → Implement) where nothing advances without explicit human review — surfaces assumptions…

Synthesize the current conversation context and codebase into a full PRD — problem statement, user stories, implementation decisions…

A skill that cannot be invoked by the model.

Convert requirements into buildable, testable work.

Geocode, POIs, routes, timezones via OpenStreetMap/OSRM.

Name and bootstrap a new MarbleLabs project.

Format final answer as markdown and copy to clipboard.

Fires when a fellow proposes bringing an external/market skill into the studio repo — "found a skill for X on skills.sh", "should we add…